[Aug 08, 2026] Integration-Architect Exam Dumps - Try Best Integration-Architect Exam Questions - Pass4guide
Verified Integration-Architect exam dumps Q&As with Correct 130 Questions and Answers
Salesforce Integration-Architect certification exam is suitable for experienced Salesforce developers, architects, and technical leads who have a deep understanding of Salesforce's architecture and the ability to design and implement complex integrations. Integration-Architect exam assesses a candidate's ability to design and implement integration solutions that meet business requirements, are scalable, secure, and efficient. Additionally, candidates must have a thorough understanding of various integration patterns and technologies used in the Salesforce ecosystem.
Salesforce is a leading CRM platform that is widely used by businesses of all sizes to manage their customer relationships. As companies increasingly rely on Salesforce to manage their sales, marketing, and customer service operations, the need for skilled professionals who can integrate Salesforce with other systems has grown significantly. The Salesforce Integration-Architect (Salesforce Certified Integration Architect) Certification Exam is designed to validate the skills and knowledge of professionals who specialize in integrating Salesforce with other systems.
Salesforce Integration-Architect Certification Exam is a valuable certification for integration architects who want to demonstrate their expertise in designing and implementing complex integration solutions using the Salesforce platform. Salesforce Certified Integration Architect certification helps integration architects to differentiate themselves in the job market, opens up new career opportunities, and helps organizations to identify and hire qualified integration architects. If you're an integration architect looking to validate your skills and expertise in Salesforce integration, the Salesforce Integration-Architect Certification Exam is the perfect certification for you.
NEW QUESTION # 54
Salesforce is considered to be the system of record for the customer. UC plans on using middleware to integrate Salesforce with external systems (ERP, ticketing, data lake). UC has a requirement to update the proper external system with record changes in Salesforce and vice versa. Which solution should an integration architect recommend?
- A. Store unique identifiers in an External ID field in Salesforce and use this to update the proper records across systems.
- B. Locally cache external Ids at the middleware layer and design business logic to map updates between systems.
- C. Use Change Data Capture to update downstream systems accordingly when a record changes.
Answer: A
Explanation:
In a multi-system landscape, maintaining data synchronization requires a robust Identity Mapping strategy.
The standard Salesforce architectural recommendation is to use External ID fields to store the unique identifiers from each secondary system.
By storing the ERP ID, Ticketing ID, and Data Lake ID as External IDs in Salesforce, the middleware can perform upsert operations without needing to first query Salesforce for its internal ID. This reduces the number of API calls and simplifies the integration logic. Conversely, when Salesforce pushes a change to the ERP, it sends the stored ERP ID, allowing the ERP to instantly identify the correct target record.
Option B (Caching at the middleware) is a high-maintenance "anti-pattern" that introduces a new point of failure if the cache goes out of sync with the actual systems. Option C (Change Data Capture) is a mechanism for notifying systems of changes, but it does not solve the underlying identity mapping problem. Using External IDs creates a stable, searchable, and performant cross-reference that is the backbone of any successful "hub-and-spoke" integration architecture.
NEW QUESTION # 55
A large enterprise customer operating in a high regulated industry is planning to implement Salesforce for customer facing associates in both Sales and Service, and back-office staff. The business processes that Salesforce supports are critical to the business.
Salesforce will be integrated to multiple back-office systems to provide a single interface for associates.
Reliability and monitoring of these integrations are required as associates support customers.
Which integration solution should the architect consider when planning the implementation?
- A. Build a custom integration gateway to support back-office system integrations and ensure reliability and monitoring capabilities.
- B. Decouple back-office system callouts into separate distinct services that have inbuilt error logging and monitoring frameworks.
- C. Architect Services in back-office systems to support callouts from Salesforce and build reliability, monitoring and reporting capabilities.
- D. Leverage Middleware for all back-office system integrations ensuring real time alerting, monitoring and reporting capabilities.
Answer: D
Explanation:
Explanation
Leveraging Middleware for all back-office system integrations ensuring real time alerting, monitoring and reporting capabilities is the best integration solution for this scenario. Middleware is a software layer that acts as an intermediary between Salesforce and other systems, providing a common platform for data transformation, routing, orchestration, security, error handling, logging, and monitoring. Middleware can help to ensure reliability and performance of the integrations, as well as provide visibility and control over the integration processes. Middleware can also support various integration patterns and protocols, such as SOAP, REST, JMS, etc. Reference: Salesforce Integration Architecture Designer Resource Guide, page 14
NEW QUESTION # 56
Universal Containers (UC) uses Salesforce to track the following customer data:
1. Leads,
2. Contacts
3. Accounts
4. Cases
Salesforce is considered to be the system of record for the customer. In addition to Salesforce, customer data exists in anEnterprise Resource Planning (ERP) system, ticketing system, and enterprise data lake. Each of these additional systems have their own unique identifier. UC plans on using middleware to integrate Salesforce with the external systems.
UC has a requirementto update the proper external system with record changes in Salesforce and vice versa.
Which two solutions should an Integration Architect recommend to handle this requirement?
Choose 2answers
- A. Use Change Data Capture to update downstream systems accordingly when a recordchanges.
- B. Store unique identifiers in an External ID field in Salesforce and use this to update the proper records across systems.
- C. Locally cache external ID'S at the middleware layer and design business logic to map updates between systems.
- D. Design an MDM solution that maps external ID's to the Salesforce record ID.
Answer: A,D
Explanation:
Using Change Data Capture (CDC) to update downstream systems accordingly when a record changes is a solution that can handle this requirement by capturingdata changes in Salesforce and sending them to external systems via a publish-subscribe model. This way, the external systems can receive near real-time updates from Salesforce and synchronize their data accordingly. Designing an MDM solution that maps external ID's to the Salesforce record ID is a solution that can handle this requirement by creating a master data hub that stores and manages the unique identifiers of each system and their relationships. This way, the MDM solution can ensuredata quality,consistency, and accuracy across systems. Locally caching external ID's at the middleware layer and designing business logic to map updates between systems is not a good solution because it can introduce performance and scalability issues, as well as increase the complexity and maintenance cost of the middleware layer. Storing unique identifiers in an External ID field in Salesforce and using this to update the proper records across systems is not enough to handle this requirement, as it does not address how to update Salesforce with record changes from external systems. Reference: Salesforce Integration Architecture Designer Resource Guide, page 27-28
NEW QUESTION # 57
A company that is a leading provider of training delivers courses to students globally. The company decided to use customer community in order to allow Studer to log in to the community, register for courses and pay course fees. The company has a payment gateway that takes more than 30 seconds to process the pays transaction. Students would like to get the payment result in real-time so in case an error happens, the students can retry the payment process.
What is the recommended integration approach to process payments based on this requirement?
- A. Use platform event to process payment to the payment gateway.
- B. Use continuation to process payment to the payment gateway.C Use change data capture to process payment to the payment gateway.
- C. Use request and reply to make an API call to the payment gateway.
Answer: B
Explanation:
Explanation
The continuation class in Apex allows you to make long-running requests to external web services and process their responses in a callback method. This is useful for scenarios where the response time exceeds the normal Apex limits, such as 10 seconds for synchronous transactions or 120 seconds for asynchronous transactions. By using continuation, you can avoid hitting these limits and provide a better user experience1 References: Callout Limits and Limitations
NEW QUESTION # 58
An Integration Developer is developing an HR synchronization app for a client. The app synchronizes Salesforce record data changes with an HR system that's external to Salesforce.
What should the integration architect recommend to ensure notifications are stored for up to three days if data replication fails?
- A. Generic Events
- B. Callouts
- C. Platform Events
- D. Change Data Capture
Answer: D
Explanation:
https://trailhead.salesforce.com/en/content/learn/modules/change-data-capture/understand-change-data-capture
NEW QUESTION # 59
A CSR needs to obtain confirmation of payment from an external RESTful service before upgrading a customer's service. The integration must be reliable and monitored for audit purposes. What should an integration architect recommend?
- A. Build a custom Apex callout to external payment gateway service and provide a success message to the CSR; the details of callouts and responses are logged for audit purposes.
- B. Make a callout to the payment gateway through ESB supporting error handling and logging for audit purposes.
- C. Use External Services feature to integrate payment gateway to Salesforce to ensure real-time updates to the CSR and support post payment processes.
Answer: B
Explanation:
When an integration involves financial transactions (payment gateways) and strict audit and reliability requirements, the most robust architectural pattern is to use an Enterprise Service Bus (ESB) or middleware as the orchestration layer.
An ESB provides critical enterprise-grade capabilities that Salesforce cannot easily replicate natively:
* Centralized Auditing/Logging: The ESB can capture the full payload of every payment request and response, storing them in a secure log for regulatory compliance and financial audits.
* Sophisticated Error Handling: If the payment gateway returns a transient error, the ESB can manage retries or circuit-breaker patterns to prevent system failure.
* Protocol Mediation: The ESB can bridge any technical gaps between the Salesforce UI and the external RESTful service.
Option A (External Services) and Option B (Apex Callouts) are point-to-point integrations. While they can facilitate a real-time response, they place the burden of logging, audit trail management, and complex error handling directly on the Salesforce platform. For a B2C enterprise, "hard-coding" these sensitive financial processes into Apex triggers or Flows creates a maintenance challenge and lacks the transparent, enterprise- wide visibility that a middleware solution provides. By routing the payment through an ESB, the architect ensures that the CSR gets their "real-time" confirmation while the company maintains the high level of reliability and accountability required for financial operations.
NEW QUESTION # 60
Northern Trail Outfitters is planning to create anative employee facing mobile app with the look and feel of Salesforce's Lighting Experience. The mobile ap needs to integrate with their Salesforce org.
Which Salesforce API should be used to implement this integration?
- A. Streaming API
- B. REST API
- C. User InterfaceAPI
- D. Connect REST API
Answer: C
Explanation:
User Interface API should be used to implement this integration. User Interface API is a RESTful API that allows you to create native mobile apps and custom web apps with the look and feel of Salesforce's Lightning Experience. User Interface API provides access to metadata, data, and UI components, such as layouts, actions, picklists, and record types. User Interface API also handles security, performance, and compatibility across different devices and browsers. References: Certification - Integration Architect - Trailhead, [User InterfaceAPI Developer Guide]
NEW QUESTION # 61
Northern Trail Outfitters' ERP is integrated with Salesforce and syncs several million contacts per day. To prevent specific data from syncing, the integration uses a SOQL query filtered by sharing hierarchy.
Which two things should an architect do to improve the performance of the integration?
Choose 2 answers
- A. Include non-selective criteria in query filters.
- B. Remove the sharing restrictions.
- C. Remove the query filters.
- D. Include selective criteria in query filters.
Answer: B,D
Explanation:
https://help.salesforce.com/articleView?id=000325247&type=1&mode=1
NEW QUESTION # 62
Universal Containers is a global financial company that sells financial products and services.
There is a daily scheduled Batch Apex job that generates invoice from a given set of orders.
UC requested building a resilient integration for this batch apex job in case the invoice generation fails.
What should an integration architect recommend to fulfill the requirement?
- A. Build Batch Retry & Error Handling in the middleware.
- B. Build Batch Retry & Error Handling using BatchApexErrorEvent.
- C. Build Batch Retry & Error Handling in the Batch Apex Job itself.
- D. Batch Retry & Error Handling report to monitor the error handling.
Answer: B
Explanation:
The BatchApexErrorEvent object allows handling errors that occur during Batch Apex execution. By subscribing to this event,the integration can retry the invoice generation for the failed records or perform other recovery actions. This is a resilient and scalable solution that does not require custom code in the Batch Apex job itself or in the middleware1
NEW QUESTION # 63
An integration architect needs to build a solution that will be using the Streaming API, but the data loss should be minimized, even when the client re-connects every couple of days.
Which two types of Streaming API events should be considered?
Choose 2 answers
- A. Generic Events
- B. High Volume Platform Events
- C. PushTopic Events
- D. Change Data Capture Events
Answer: B,D
Explanation:
The integration architect should consider Change Data Capture Events and High Volume Platform Events for using the Streaming API with minimal data loss. Change Data Capture Events capture changes to Salesforce records and deliver them as events to subscribers. High Volume Platform Events are custom events that can be published and consumed at a large scale. Both types of events support reliable event delivery, which means that events are stored for 72 hours and can be replayed by subscribers in case of connection loss or failure. This ensures that data loss is minimized, even when the client re-connects every couple of days12 References: Change Data Capture Developer Guide, Platform Events DeveloperGuide
NEW QUESTION # 64
A new Salesforce program has the following high level abstract requirement: Business processes executed on Salesforce require data updates between the internal systems and Salesforce Which three relevant details should a Salesforce Integration Architect seek to specifically solve for Integration architecture needs of the program?
Which three relevant details should a Salesforce Integration Architect seek to specifically solve for Integration architecture needs of the program?
Choose 3 answers
- A. Integration skills, SME availability and Program Governance details.
- B. Timing aspects - real-time/near real-time (synchronous or asynchronous), batch; update frequency.
- C. Integration Style Process based, Data based, Virtual integration.
E Core functional and non-functional requirements for User Experience design, Encryption needs, Community, and license choices. - D. Source and Target system, Directionality, data volume & transformation complexity long with any middleware that can be leveraged.
Answer: B,C,D
Explanation:
Explanation
The correct answer is A, C, and D. These are three relevant details that a Salesforce Integration Architect should seek to specifically solve for Integration architecture needs of the program. These details can help the Integration Architect to understand the scope, requirements, and constraints of the integration solution, and to choose the appropriate tools, methods, and patterns. The details are:
Source and Target system, Directionality, data volume & transformation complexity along with any middleware that can be leveraged. This detail can help the Integration Architect to identify the systems involved in the integration, the direction of data flow, the amount and complexity of data to be exchanged, and the middleware or platform capabilities that can facilitate the integration.
Timing aspects - real-time/near real-time (synchronous or asynchronous), batch; update frequency. This detail can help the Integration Architect to determine the latency, reliability, and scalability requirements of the integration solution, and to choose the suitable integration protocols and techniques.
Integration Style - Process based, Data based, Virtual integration. This detail can help the Integration Architect to select the appropriate integration style that matches the business needs and objectives.
Process based integration focuses on orchestrating business processes across systems, data based integration focuses on synchronizing data across systems, and virtual integration focuses on providing a unified view of data across systems.
References: Certification - Integration Architect - Trailhead, [Integration Patterns and Practices]
NEW QUESTION # 65
A company needs to be able to send data from Salesforce to a homegrown system behind a corporate firewall.
The data needs to be pushed only one way and doesn't need to be sent in real time. The average volume is
2million records per day.
What should an integration architect consider when choosing the right option in building the integration between the external system and Salesforce?
- A. Due to high volume of records, salesforce will need to make a REST API call to external system.
- B. Due to high volume of records, number of concurrent requests can hit the limitfor the REST API call to external system.
- C. Due to high volume of records, the external system will need to use a BULK API Rest endpoint to connect to salesforce.
- D. Due to high volume of records, a third-party integration tool is required to stage records off platform.
Answer: D
Explanation:
Using a third party integration tool to stage records off platform is a solution that can handle the high volume of data and avoid hitting the API limits for the REST API call to the external system. A third party integration tool can also provide features such as data transformation, error handling, and logging. Due to high volume of records, number of concurrent requests can hitthe limit for the REST API call to external system is not a solution, but a problem that needs to be addressed. Due to high volume of records, the external system will need to use a BULK API Rest endpoint to connect to Salesforce is not a solution, as therequirement is to send data from Salesforce to the external system, not vice versa. Due to high volume of records, Salesforce will need to make a REST API call to external system is not a solution, as it does not address how to handle the high volume of data and avoid hitting the API limits. Reference: Salesforce Integration Architecture Designer Resource Guide, page 18-19
NEW QUESTION # 66
Northern Trail Outfitters is planning to perform nightly batch loads into Salesforce from an external system with a custom Java application using the and the CIO is curious about monitoring recommendations for the jobs from the Technical Architect Which two recommendations will help meet the requirements?
Choose 2 answers
- A. Visually monitor in the Salesforce UI using the "Bulk Data Load Jobs in Salesforce in the setup menu.
- B. Set the Salesforce debug logs level to "finest" and add the user Id running the job to monitor in the "Debug Logs" in the setup menu.
- C. Use the getBatchInfo method in the Java application to monitor the status of the jobs from the Java application.
- D. Write the error response from the Bulk API status to a custom error logging object in Salesforce using an Apex trigger and create reports on the object.
Answer: A,C
NEW QUESTION # 67
Northern Trail Outfitters submits orders to the manufacturing system web service. Recently, the system has experienced outages that keep service unavailable for several days. Which solution should an integration architect recommend to handle errors during these types of service outages?1718
- A. Use Outbound Messaging to automatically retry failed service calls.
- B. Use Platform Event replayId and custom scheduled Apex process to retrieve missed events.
- C. Use middleware queuing and buffering to insulate Salesforce from1920 system outages.
Answer: C
Explanation:
When a target system experiences prolonged outages (lasting "several days"), point-to-point integrations built directly within Salesforce are prone to failure because they lack the persistence required for long-term retries.
The architecturally sound recommendation is to utilize middleware queuing and buffering to "insulate" Salesforce from the target system's instability.
In this architecture, Salesforce sends the order to a middleware layer (such as an ESB or iPaaS). The middleware immediately acknowledges receipt of the message, freeing up Salesforce resources. If the manufacturing system is offline, the middleware stores the order in a persistent Message Queue. Unlike Salesforce Outbound Messaging (Option B), which only retries for up to 24 hours, enterprise middleware can be configured to hold messages for days or even weeks.
Middleware also provides sophisticated Quality of Service (QoS) features, such as "Dead Letter Queues" for manual intervention and customized retry schedules (e.g., retrying every hour instead of every few minutes).
This decoupling ensures that Salesforce users can continue to create and "send" orders without seeing technical errors, even while the backend manufacturing system is down. Once the manufacturing service is restored, the middleware "drains" the queue, delivering all buffered orders in the correct sequence. This strategy provides the highest level of reliability and resilience for mission-critical business processes.
NEW QUESTION # 68
A company is planning on sending orders from Salesforce to a fulfillment system. The integration architect has been asked to plan for the integration.
Which two questions should the integration architect consider?
Choose 2 answers
- A. Can the fulfillment system make a callback into Salesforce?
- B. Can the fulfillment system implement a contract-first Outbound Messaging interface?
- C. Is the product catalog data identical at all times in both systems?
- D. Can the fulfillment system create new addresses within the Order Create service?
Answer: A,B
Explanation:
https://www.youtube.com/watch?v=zQncznMLrt4 Contract first interface is important as it can impact integration design in terms of efficiency and collaboration.
NEW QUESTION # 69
Northern Trail Outfitters (NTO) has hired an Integration Architect to design the integrations between existing systems and a new instance of Salesforce. NTO has the following requirements:
1. Initial load of 2M Accounts, 5.5M Contacts, 4.3M Opportunities, and 45k Products into the new org.
2. Notification of new and updated Accounts andContacts needs to be sent to 3 external systems.
3. Expose custom business logic to 5 external applications in a highly secure manner.
4. Schedule nightly automated dataflows, recipes and data syncs.
Which set of APIs are recommended in order to meet the requirements?
- A. Bulk API, Chatter REST API, Apex SOAP API, Tooling API
- B. Bulk API, Chatter REST API, Apex REST API, Analytics REST API
- C. Bulk API, Streaming API, Apex SOAP API, Analytics REST API
- D. Bulk API, Streaming API, Apex REST API, Analytics REST API
Answer: D
Explanation:
The set of APIs recommended to meet the requirements are Bulk API, Streaming API, Apex REST API, and Analytics REST API. Bulk API is a RESTful API that allows you to quickly load large amounts of data into Salesforce. Bulk API is suitable for the initial load of millions of records into the new org. Streaming API is a type of streaming event that notifies subscribers of changes to Salesforce records that match a SOQL query.
Streaming API is suitable for sending notifications of new and updated Accounts and Contacts to external systems. Apex REST API is an API that allows you to expose custom business logic as RESTful web services that can be accessed by external applications. Apex REST API is suitable for exposing custom business logic in a highly secure manner. Analytics REST API is an API that allows you to access analytics features, such as dashboards, lenses, datasets, and dataflows. Analytics REST API is suitable for scheduling nightly automated dataflows, recipes and data syncs. The other sets of APIs are not suitable for meeting all the requirements.
Chatter REST API is an API that allows you to access Chatter feeds and social data such as users, groups, followers, and files. Chatter REST API is not relevant for this scenario. Apex SOAP API is an API that allows you to expose custom business logic as SOAP web services that can be accessed by external applications. ApexSOAP API is less preferable than Apex REST API because it requires more bandwidth and processing time due to the XML format. Tooling API is an API that allows you to build custom development tools or apps for Salesforce applications. Tooling API is not relevant for this scenario.
NEW QUESTION # 70
Which WSDL should an architect consider when creating an integration that might be used for more than one salesforce organization and different metadata?
- A. Corporate WSDL
- B. Enterprise WSDL
- C. Partner WSDL
- D. SOAP API WSDL
Answer: C
Explanation:
Explanation
The Partner WSDL is the best option for creating an integration that might be used for more than one Salesforce organization and different metadata. The Partner WSDL is loosely typed and can reflect against any configuration of Salesforce. It is static and does not change if modifications are made to an organization's Salesforce configuration. Therefore, it is more flexible and adaptable than the Enterprise WSDL, which is strongly typed and bound to a specific configuration of Salesforce1 References: Differences between Salesforce provided WSDL files
NEW QUESTION # 71
Northern Trail Outfitters requires an integration to be set up between one of their Salesforce orgs and anexternal data source us Salesforce Connect. The external data source supports Open Data Protocol.
Which three configurations should an Integration Architect recommend be implemented in order to secure requests coming from Salesforce?
Choose 3 answers
- A. Configure a Certificate for OData connection.
- B. Configure CSRF Protection on External Data Source.
- C. Configure SpecialCompatibility for OData connection,
- D. Configure CSRF Protection for OData connection.
- E. Configure Identity Type for OData connection.
Answer: A,D,E
Explanation:
Configuring Identity Type, Certificate, and CSRF Protection for OData connection are threeconfigurations that an Integration Architect should recommend to secure requests coming from Salesforce. Identity Type is used to specify the authentication method for the OData connection, such as Basic Authentication, OAuth 2.0, or Named Principal. Certificate is used to enable SSL/TLS encryption for the OData connection, which protects the data in transit from eavesdropping or tampering. CSRF Protection is used to prevent cross-site request forgery attacks, which exploit the trust between the user and Salesforce by sending malicious requests from another website. Configuring Special Compatibility for OData connection is not a configuration that is related to security, but rather to compatibility issues with different versions or implementations of OData.
Configuring CSRF Protection on External Data Source is not a configuration that can be done in Salesforce, but rather on the external data source itself. Reference: Salesforce Connect: Custom Adapters Developer Guide, page 9-10
NEW QUESTION # 72
Universal Containers (UC) is a global financial company. UC support agents would like to open bank accounts on the spot for a customer who is inquiring ab UC products.
During opening the bank account process, the agents execute credit checks for the customers through external agencies. At a given time, up to 30 concurrent rewill be using the service for performing credit checks for customers.
What error handling mechanisms should be built to display an error to the agent when the credit verification process failed?
- A. In case the verification process is down, use fire and forget mechanism instead of request and reply to allow the agent to get the response back when the service is bar online.
- B. Handle integration errors in the middleware in case the verification process is down, then the middleware should retry processing the request multiple times.
- C. In case the verification process is down, Use mock service to send the response to the agent.
- D. Handle verification process error in the Verification Webservice API in case there isa connection issue to the Webservice if it responds with an error.
Answer: D
Explanation:
Explanation
Handle verification process error in the Verification Webservice API in case there is a connection issue to the Webservice or if it responds with an error. This solution ensures that the agent can see an error message when the credit verification process failed, and take appropriate actions. The Verification Webservice API can implement error handling logic to catch any exceptions or errors that occur during the callout to the external agencies, and return a meaningful error message to the agent. The agent can then retry the verification process, or escalate the issue to a supervisor. References: Certification - Integration Architect - Trailhead, [Apex Web Services and Callouts]
NEW QUESTION # 73
A customer imports data from an external system into Salesforce using Bulk API. These jobs have batch sizes of 2000 and are run in parallel mode. The batch fails frequently with the error "Max CPU time exceeded". A smaller batch size will fix this error.
Which two options should be considered when using a smaller batch size?
Choose 2 answers
- A. Smaller batch size may exceed the concurrent API request limits.
- B. Smaller batch size may increase time required to execute bulk jobs.
- C. Smaller batch size can trigger "Too many concurrent batches" error.
- D. Smaller batch size may cause record-locking errors.
Answer: B,D
Explanation:
Explanation
The error "Max CPU time exceeded" occurs when a batch of records takes more than 10 minutes to process in the Bulk API. Using a smaller batch size can reduce the processing time and avoid this error. However, there are some trade-offs to consider when using a smaller batch size, such as:
Answer A is valid because a smaller batch size may cause record-locking errors if multiple batches try to update the same records or records that are related by a lookup or master-detail relationship. This can result in concurrency issues and data inconsistency1 Answer B is valid because a smaller batch size may increase the time required to execute bulk jobs, as more batches need to be created and processed sequentially. This can affect the performance and efficiency of the integration1 Answer C is not valid because a smaller batch size may not exceed the concurrent API request limits, as the Bulk API does not count against the concurrent request limit. The Bulk API has its own limit on the number of batches that can be queued or in progress, which is 5,000 per rolling 24-hour period2 Answer D is not valid because a smaller batch size can trigger "Too many concurrent batches" error only if the number of batches exceeds the limit of 5,000 per rolling 24-hour period. This error is not related to the parallel mode of the Bulk API, which allows up to 10 batches to be processed simultaneously
NEW QUESTION # 74
Northern Trail Outfitters needs to make synchronous callouts "available to promise"services to query product availability and reserve inventory during customer checkout process.
Which two considerations should an integration architect make when building a scalable integration solution?
Choose 2 answers
- A. The maximum query cursors open per user on the service.
- B. The typical and worst-case historical response times.
- C. How many concurrent service calls are being placed.
- D. The number batch jobs that can run concurrently.
Answer: B,C
Explanation:
The typical and worst-case historical response times, and how many concurrent service calls are being placed are two considerations that an integration architect should makewhen building a scalable integration solution for synchronous callouts to "available to promise" services. These two factors can affect the performance, reliability, and availability of the integration solution, as well as the user experience of the customer checkout process. Theintegration architect should design the solution to handle high volumes of service calls, optimize the response times, handle errors and timeouts, and avoid hitting governor limits or service quotas.
References: Certification - Integration Architect - Trailhead, [Callout Limits and Limitations], [Integration Patterns and Practices]
NEW QUESTION # 75
Northern Trail Outfitters is creating a distributable Salesforce package. The package needs to call into a custom Apex REST endpoint in the central org. The security team wants to ensure a specific integration account is used in the central org that they will authorize after installation of the package. Which item should an architect recommend to secure the integration?
- A. Use an encrypted field to store the password.
- B. Contact Salesforce Support and create a case to temporarily enable API access for managed packages.
- C. Create a connected app in the central org and add the callback URL for each org in the package it is installed in to redirect after a successful authentication.
Answer: C
Explanation:
To securely integrate a distributed package with a central "Hub" org, the architect should utilize the OAuth
2.0 Web Server Flow. In this model, a Connected App is created in the central org to act as the identity and access provider.1 A critical component of this setup is the Callback URL (Redirect URI). When a user in the "Subscriber" org (where the packag2e is installed) initiates the connection, Salesforce redirects them to the central org to authorize the access. After successful authentication, the central org needs the correct callback URL to return the authorization code to the specific subscriber org.
Using this flow satisfies the security team's requirement for a specific integration account. The administrator in the central org can pre-authorize specific profiles or permission sets to use the Connected App, ensuring that only the designated integration user's credentials are used to fulfill requests. Option A is a security "anti- pattern" (storing passwords in fields), and Option C is unnecessary as API access is a standard feature. This OAuth-based approach provides a secure, revocable, and standardized way to manage cross-org communication in a multi-tenant environment.
NEW QUESTION # 76
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